Compared with the algorithms also employ self-supervised loss, including S2M2 [1]}, EPNet [2]}, ODE [3]}, our CSN also obtain the best performance. In mini-ImageNet, CSN exceeds them at least 5.8% in 5-way 1-shot case,
and 1.6% in 5-way 5-shot case.
In tiered-ImageNet, CSN outperforms them at least 4.5% in 5-way 1-shot case, and 0.6% in 5-way 5-shot case.
For more details about the efficiency of the self-supervised term, please see Table REF .
